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AWS EC2 vs Independent Cloud GPU Spot Pricing

Hyperscaler clouds charge severe premiums for on-demand GPU capacity. AWS EC2 p5.48xlarge (8x H100) costs $36.00/hour ($4.50/GPU-hr), generating a monthly compute invoice of over $25,920 per node. Verified spot inventory on LeaderGPU, Lambda Labs, and RunPod slashes this to $1.99/GPU-hr.

GPU Model AWS EC2 On-Demand Dynep Verified Spot Cheapest Provider 8x Node Monthly Savings Action
H100 SXM5 80GB $4.50/hr $1.99/hr LeaderGPU $14,457 / mo Deploy →
H200 141GB $5.80/hr $3.49/hr Lambda Labs $13,305 / mo Deploy →
A100 SXM4 80GB $3.06/hr $0.68/hr LeaderGPU $13,708 / mo Deploy →
RTX 4090 24GB $1.10/hr $0.34/hr Vast.ai $4,377 / mo Deploy →
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